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It’s not about audio and video anymore The post From Pixels to DNA: Why the Future of Compression Is About Every Kind of Data appeared first on Towards Data Science.
Introduction In this article, we'll explore how to implement a fully client-side image compression tool that runs entirely in the browser. This approach provides excellent privac...
tar+zstd is very hard to beat. So I stopped trying to beat it as a byte compressor. Instead, I tried something else: compress the structure first, then compress the bytes. Th...
Solana enthusiasts often brag about speed, but the hidden bill for storing data can dampen the mood. For years, keeping millions of user…Continue reading on Medium »
Beamr delivered 31% file size reduction compared to baseline encodes on footage from dSPACE RTMaps. Results to be demonstrated at dSPACE User Conference, April 21-22, Novi, Michiga...
10 Best Image Compression Tools for 2026: Expert Reviews & Comparison 📌Takeaway Image Weight Matters: Images are typically the largest contributor to page weight—optimizin...
In this tutorial, we explore how to apply post-training quantization to an instruction-tuned language model using llmcompressor. We start with an FP16 baseline and then compare mul...
<p>Cloudflare's new lossless LLM compression tool isn't really an AI story. It's a storage architecture story applied to GPU memory.</p>
IntroductionContinue reading on Medium »
Hikvision has launched Guanlan Encoding, an AI-powered video compression technology. According to the company, the new release delivers 30%–50% average storage savings without comp...
Top 10 KV Cache Compression Techniques for LLM Inference: Reducing Memory Overhead Across Eviction, Quantization, and Low-Rank Methods The post Top 10 KV Cache Compression Techniqu...
Last October engineers at Meta announced OpenZL as a format-aware compression framework. OpenZL aims to be speedy yet capable of delivering high compression ratios depending upon w...
<p>Global Deduplication and Enhanced Compression in VMware vSAN in VCF 9.1 Global Deduplication and Enhanced Compression&#8230; vSAN for VCF 9.1 introduces global dedupli...
New AI compression technology targets always-on devices by significantly reducing memory and transmission overhead, helping wearables and edge systems extend battery life while ret...
Here's a scenario most devs know too well: you're building a project for a client, you've got 400+ product images that need compressing before launch, and you find yourself draggin...
Разаработанная фоновая утилита позволяет производить вставку сжатых логов с абсолютной прозрачностью для восприятия AI агентами. В статье описал свой путь к оптимизации сжатия до 8...
I recently built CRISP (Compressed Retrieval and Intelligent Semantic Processing), a Python library that acts as a lightweight, modular wrapper around any LLM API. It allows you to...
Chocolate Factory’s compression tech clears the way to cheaper AI inference, not more affordable memory When Google unveiled TurboQuant, an AI data compression technology that prom...
How does it boost efficiency without losing accuracy? Is it really worth the hype?
How does it boost efficiency without losing accuracy? Is it really worth the hype?
Stop wasting storage on ISOs: CHDroid converts your retro games to compressed CHD files.
Why your phone, your clinic, and your factory floor are about to run AI that used to need a data centreContinue reading on Medium »
PC gamers face an ongoing problem: more powerful games demand more powerful resources, all in the service of games that deliver more realistic experiences and graphics. But can gam...
Daniel Tudor / Financial Times: Analysts and researchers say Google's TurboQuant compression algorithm to make LLMs more efficient is more likely to expand memory chip demand than...
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